The familiar wallpaper in her childhood bedroom felt oppressive, the floral pattern mocking her. Empty. This was it. She closed the door, the click echoing in the silence. It wasn’t a home anymore, just a mausoleum of memories.

She sat on the edge of the bed, the mattress sagging beneath her weight. A tremor ran through her. Her breath hitched. The walls seemed to be closing in.

Her mother's shadow fell across the doorway. “Are you alright, dear? You look pale.” Her mother’s voice was full of concern, and it felt like a heavy weight.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294